Dataset statistics
| Number of variables | 23 |
|---|---|
| Number of observations | 4062 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 733.9 KiB |
| Average record size in memory | 185.0 B |
Variable types
| Numeric | 9 |
|---|---|
| Categorical | 13 |
| Boolean | 1 |
vein_type has constant value "" | Constant |
cap_color is highly overall correlated with stalk_shape and 1 other fields | High correlation |
odor is highly overall correlated with bruises and 7 other fields | High correlation |
gill_color is highly overall correlated with bruises and 5 other fields | High correlation |
stalk_color_above_ring is highly overall correlated with stalk_color_below_ring and 6 other fields | High correlation |
stalk_color_below_ring is highly overall correlated with stalk_color_above_ring and 6 other fields | High correlation |
spore_print_color is highly overall correlated with bruises and 6 other fields | High correlation |
population is highly overall correlated with gill_spacing and 2 other fields | High correlation |
habitat is highly overall correlated with bruises and 2 other fields | High correlation |
bruises is highly overall correlated with odor and 8 other fields | High correlation |
gill_attachment is highly overall correlated with gill_color and 4 other fields | High correlation |
gill_spacing is highly overall correlated with population and 2 other fields | High correlation |
gill_size is highly overall correlated with odor and 6 other fields | High correlation |
stalk_shape is highly overall correlated with cap_color and 5 other fields | High correlation |
stalk_root is highly overall correlated with odor and 8 other fields | High correlation |
stalk_surface_above_ring is highly overall correlated with bruises and 1 other fields | High correlation |
stalk_surface_below_ring is highly overall correlated with odor and 4 other fields | High correlation |
vein_color is highly overall correlated with stalk_color_above_ring and 3 other fields | High correlation |
ring_number is highly overall correlated with odor and 3 other fields | High correlation |
ring_type is highly overall correlated with cap_color and 10 other fields | High correlation |
edible is highly overall correlated with odor and 9 other fields | High correlation |
gill_attachment is highly imbalanced (82.7%) | Imbalance |
vein_color is highly imbalanced (90.4%) | Imbalance |
ring_number is highly imbalanced (73.8%) | Imbalance |
cap_shape has 226 (5.6%) zeros | Zeros |
cap_color has 80 (2.0%) zeros | Zeros |
odor has 189 (4.7%) zeros | Zeros |
gill_color has 905 (22.3%) zeros | Zeros |
stalk_color_above_ring has 216 (5.3%) zeros | Zeros |
stalk_color_below_ring has 223 (5.5%) zeros | Zeros |
population has 193 (4.8%) zeros | Zeros |
habitat has 1566 (38.6%) zeros | Zeros |
Reproduction
| Analysis started | 2023-03-04 22:07:20.777694 |
|---|---|
| Analysis finished | 2023-03-04 22:07:31.669826 |
| Duration | 10.89 seconds |
| Software version | ydata-profiling vv4.0.0 |
| Download configuration | config.json |
cap_shape
Real number (ℝ)
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3362875 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 226 |
| Zeros (%) | 5.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.5997284 |
|---|---|
| Coefficient of variation (CV) | 0.47949357 |
| Kurtosis | -1.2362541 |
| Mean | 3.3362875 |
| Median Absolute Deviation (MAD) | 1.5 |
| Skewness | -0.23344588 |
| Sum | 13552 |
| Variance | 2.5591311 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 5 | 1804 | |
| 2 | 1580 | |
| 3 | 433 | 10.7% |
| 0 | 226 | 5.6% |
| 4 | 18 | 0.4% |
| 1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 226 | 5.6% |
| 1 | 1 | < 0.1% |
| 2 | 1580 | |
| 3 | 433 | 10.7% |
| 4 | 18 | 0.4% |
| 5 | 1804 |
| Value | Count | Frequency (%) |
| 5 | 1804 | |
| 4 | 18 | 0.4% |
| 3 | 433 | 10.7% |
| 2 | 1580 | |
| 1 | 1 | < 0.1% |
| 0 | 226 | 5.6% |
cap_surface
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 3.0 | |
|---|---|
| 2.0 | |
| 0.0 | |
| 1.0 | 2 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 3.0 |
| 4th row | 3.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 3.0 | 1611 | |
| 2.0 | 1289 | |
| 0.0 | 1160 | |
| 1.0 | 2 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 3.0 | 1611 | |
| 2.0 | 1289 | |
| 0.0 | 1160 | |
| 1.0 | 2 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| . | 4062 | |
| 3 | 1611 | 13.2% |
| 2 | 1289 | 10.6% |
| 1 | 2 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| 3 | 1611 | 19.8% |
| 2 | 1289 | 15.9% |
| 1 | 2 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| . | 4062 | |
| 3 | 1611 | 13.2% |
| 2 | 1289 | 10.6% |
| 1 | 2 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5222 | |
| . | 4062 | |
| 3 | 1611 | 13.2% |
| 2 | 1289 | 10.6% |
| 1 | 2 | < 0.1% |
cap_color
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.5189562 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 80 |
| Zeros (%) | 2.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 3 |
| median | 4 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.5454277 |
|---|---|
| Coefficient of variation (CV) | 0.5632778 |
| Kurtosis | -0.86300411 |
| Mean | 4.5189562 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.69608919 |
| Sum | 18356 |
| Variance | 6.4792023 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 4 | 1136 | |
| 3 | 907 | |
| 2 | 758 | |
| 8 | 537 | |
| 9 | 528 | |
| 0 | 80 | 2.0% |
| 5 | 73 | 1.8% |
| 1 | 21 | 0.5% |
| 6 | 13 | 0.3% |
| 7 | 9 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 80 | 2.0% |
| 1 | 21 | 0.5% |
| 2 | 758 | |
| 3 | 907 | |
| 4 | 1136 | |
| 5 | 73 | 1.8% |
| 6 | 13 | 0.3% |
| 7 | 9 | 0.2% |
| 8 | 537 | |
| 9 | 528 |
| Value | Count | Frequency (%) |
| 9 | 528 | |
| 8 | 537 | |
| 7 | 9 | 0.2% |
| 6 | 13 | 0.3% |
| 5 | 73 | 1.8% |
| 4 | 1136 | |
| 3 | 907 | |
| 2 | 758 | |
| 1 | 21 | 0.5% |
| 0 | 80 | 2.0% |
bruises
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2393 | |
| 1.0 | 1669 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2393 | |
| 1.0 | 1669 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6455 | |
| . | 4062 | |
| 1 | 1669 | 13.7% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6455 | |
| 1 | 1669 | 20.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6455 | |
| . | 4062 | |
| 1 | 1669 | 13.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6455 | |
| . | 4062 | |
| 1 | 1669 | 13.7% |
odor
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.1779911 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 189 |
| Zeros (%) | 4.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 8 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 2.1049953 |
|---|---|
| Coefficient of variation (CV) | 0.50382953 |
| Kurtosis | -0.77530321 |
| Mean | 4.1779911 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.071591131 |
| Sum | 16971 |
| Variance | 4.4310053 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 5 | 1753 | |
| 2 | 1068 | |
| 8 | 305 | 7.5% |
| 7 | 295 | 7.3% |
| 3 | 220 | 5.4% |
| 0 | 189 | 4.7% |
| 6 | 125 | 3.1% |
| 1 | 91 | 2.2% |
| 4 | 16 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 189 | 4.7% |
| 1 | 91 | 2.2% |
| 2 | 1068 | |
| 3 | 220 | 5.4% |
| 4 | 16 | 0.4% |
| 5 | 1753 | |
| 6 | 125 | 3.1% |
| 7 | 295 | 7.3% |
| 8 | 305 | 7.5% |
| Value | Count | Frequency (%) |
| 8 | 305 | 7.5% |
| 7 | 295 | 7.3% |
| 6 | 125 | 3.1% |
| 5 | 1753 | |
| 4 | 16 | 0.4% |
| 3 | 220 | 5.4% |
| 2 | 1068 | |
| 1 | 91 | 2.2% |
| 0 | 189 | 4.7% |
gill_attachment
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | 105 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3957 | |
| 0.0 | 105 | 2.6% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3957 | |
| 0.0 | 105 | 2.6% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4167 | |
| . | 4062 | |
| 1 | 3957 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4167 | |
| 1 | 3957 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4167 | |
| . | 4062 | |
| 1 | 3957 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4167 | |
| . | 4062 | |
| 1 | 3957 |
gill_spacing
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 3425 | |
| 1.0 | 637 | 15.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 3425 | |
| 1.0 | 637 | 15.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7487 | |
| . | 4062 | |
| 1 | 637 | 5.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7487 | |
| 1 | 637 | 7.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7487 | |
| . | 4062 | |
| 1 | 637 | 5.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7487 | |
| . | 4062 | |
| 1 | 637 | 5.2% |
gill_size
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 2778 | |
| 1.0 | 1284 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 2778 | |
| 1.0 | 1284 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6840 | |
| . | 4062 | |
| 1 | 1284 | 10.5% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6840 | |
| 1 | 1284 | 15.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6840 | |
| . | 4062 | |
| 1 | 1284 | 10.5% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6840 | |
| . | 4062 | |
| 1 | 1284 | 10.5% |
gill_color
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 12 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.7690793 |
| Minimum | 0 |
|---|---|
| Maximum | 11 |
| Zeros | 905 |
| Zeros (%) | 22.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 10 |
| Maximum | 11 |
| Range | 11 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 3.5568828 |
|---|---|
| Coefficient of variation (CV) | 0.74582169 |
| Kurtosis | -1.2941287 |
| Mean | 4.7690793 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.066554117 |
| Sum | 19372 |
| Variance | 12.651415 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=12)
| Value | Count | Frequency (%) |
| 0 | 905 | |
| 7 | 755 | |
| 10 | 593 | |
| 5 | 510 | |
| 2 | 361 | 8.9% |
| 3 | 349 | 8.6% |
| 9 | 237 | 5.8% |
| 4 | 216 | 5.3% |
| 1 | 45 | 1.1% |
| 11 | 44 | 1.1% |
| Other values (2) | 47 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 905 | |
| 1 | 45 | 1.1% |
| 2 | 361 | 8.9% |
| 3 | 349 | 8.6% |
| 4 | 216 | 5.3% |
| 5 | 510 | |
| 6 | 32 | 0.8% |
| 7 | 755 | |
| 8 | 15 | 0.4% |
| 9 | 237 | 5.8% |
| Value | Count | Frequency (%) |
| 11 | 44 | 1.1% |
| 10 | 593 | |
| 9 | 237 | 5.8% |
| 8 | 15 | 0.4% |
| 7 | 755 | |
| 6 | 32 | 0.8% |
| 5 | 510 | |
| 4 | 216 | 5.3% |
| 3 | 349 | |
| 2 | 361 |
stalk_shape
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 2314 | |
| 0.0 | 1748 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 2314 | |
| 0.0 | 1748 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5810 | |
| . | 4062 | |
| 1 | 2314 | 19.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5810 | |
| 1 | 2314 | 28.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5810 | |
| . | 4062 | |
| 1 | 2314 | 19.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5810 | |
| . | 4062 | |
| 1 | 2314 | 19.0% |
stalk_root
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 1.0 | |
|---|---|
| 0.0 | |
| 3.0 | |
| 2.0 | |
| 4.0 | 102 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 1832 | |
| 0.0 | 1284 | |
| 3.0 | 560 | 13.8% |
| 2.0 | 284 | 7.0% |
| 4.0 | 102 | 2.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 1832 | |
| 0.0 | 1284 | |
| 3.0 | 560 | 13.8% |
| 2.0 | 284 | 7.0% |
| 4.0 | 102 | 2.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5346 | |
| . | 4062 | |
| 1 | 1832 | 15.0% |
| 3 | 560 | 4.6% |
| 2 | 284 | 2.3% |
| 4 | 102 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5346 | |
| 1 | 1832 | 22.6% |
| 3 | 560 | 6.9% |
| 2 | 284 | 3.5% |
| 4 | 102 | 1.3% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5346 | |
| . | 4062 | |
| 1 | 1832 | 15.0% |
| 3 | 560 | 4.6% |
| 2 | 284 | 2.3% |
| 4 | 102 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5346 | |
| . | 4062 | |
| 1 | 1832 | 15.0% |
| 3 | 560 | 4.6% |
| 2 | 284 | 2.3% |
| 4 | 102 | 0.8% |
stalk_surface_above_ring
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 0.0 | |
| 3.0 | 9 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 2607 | |
| 1.0 | 1173 | |
| 0.0 | 273 | 6.7% |
| 3.0 | 9 | 0.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 2607 | |
| 1.0 | 1173 | |
| 0.0 | 273 | 6.7% |
| 3.0 | 9 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| . | 4062 | |
| 2 | 2607 | |
| 1 | 1173 | 9.6% |
| 3 | 9 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| 2 | 2607 | |
| 1 | 1173 | 14.4% |
| 3 | 9 | 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| . | 4062 | |
| 2 | 2607 | |
| 1 | 1173 | 9.6% |
| 3 | 9 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4335 | |
| . | 4062 | |
| 2 | 2607 | |
| 1 | 1173 | 9.6% |
| 3 | 9 | 0.1% |
stalk_surface_below_ring
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 2.0 | |
|---|---|
| 1.0 | |
| 0.0 | |
| 3.0 | 142 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 3.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 2476 | |
| 1.0 | 1156 | |
| 0.0 | 288 | 7.1% |
| 3.0 | 142 | 3.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 2476 | |
| 1.0 | 1156 | |
| 0.0 | 288 | 7.1% |
| 3.0 | 142 | 3.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| . | 4062 | |
| 2 | 2476 | |
| 1 | 1156 | 9.5% |
| 3 | 142 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| 2 | 2476 | |
| 1 | 1156 | 14.2% |
| 3 | 142 | 1.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| . | 4062 | |
| 2 | 2476 | |
| 1 | 1156 | 9.5% |
| 3 | 142 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4350 | |
| . | 4062 | |
| 2 | 2476 | |
| 1 | 1156 | 9.5% |
| 3 | 142 | 1.2% |
stalk_color_above_ring
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8306253 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 216 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.8934607 |
|---|---|
| Coefficient of variation (CV) | 0.32474402 |
| Kurtosis | 2.6289246 |
| Mean | 5.8306253 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.868834 |
| Sum | 23684 |
| Variance | 3.5851934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 7 | 2242 | |
| 6 | 951 | |
| 3 | 288 | 7.1% |
| 0 | 216 | 5.3% |
| 4 | 203 | 5.0% |
| 5 | 98 | 2.4% |
| 2 | 47 | 1.2% |
| 1 | 16 | 0.4% |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 216 | 5.3% |
| 1 | 16 | 0.4% |
| 2 | 47 | 1.2% |
| 3 | 288 | 7.1% |
| 4 | 203 | 5.0% |
| 5 | 98 | 2.4% |
| 6 | 951 | |
| 7 | 2242 | |
| 8 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 8 | 1 | < 0.1% |
| 7 | 2242 | |
| 6 | 951 | |
| 5 | 98 | 2.4% |
| 4 | 203 | 5.0% |
| 3 | 288 | 7.1% |
| 2 | 47 | 1.2% |
| 1 | 16 | 0.4% |
| 0 | 216 | 5.3% |
stalk_color_below_ring
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.8131462 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 223 |
| Zeros (%) | 5.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 6 |
| median | 7 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.9053688 |
|---|---|
| Coefficient of variation (CV) | 0.32776895 |
| Kurtosis | 2.5564173 |
| Mean | 5.8131462 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.8468988 |
| Sum | 23613 |
| Variance | 3.6304304 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 7 | 2212 | |
| 6 | 953 | |
| 3 | 271 | 6.7% |
| 4 | 236 | 5.8% |
| 0 | 223 | 5.5% |
| 5 | 98 | 2.4% |
| 2 | 46 | 1.1% |
| 1 | 16 | 0.4% |
| 8 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 0 | 223 | 5.5% |
| 1 | 16 | 0.4% |
| 2 | 46 | 1.1% |
| 3 | 271 | 6.7% |
| 4 | 236 | 5.8% |
| 5 | 98 | 2.4% |
| 6 | 953 | |
| 7 | 2212 | |
| 8 | 7 | 0.2% |
| Value | Count | Frequency (%) |
| 8 | 7 | 0.2% |
| 7 | 2212 | |
| 6 | 953 | |
| 5 | 98 | 2.4% |
| 4 | 236 | 5.8% |
| 3 | 271 | 6.7% |
| 2 | 46 | 1.1% |
| 1 | 16 | 0.4% |
| 0 | 223 | 5.5% |
vein_type
Categorical
| Distinct | 1 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 0.0 |
|---|
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 4062 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 4062 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8124 | |
| . | 4062 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8124 |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8124 | |
| . | 4062 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8124 | |
| . | 4062 |
vein_color
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 4 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 2.0 | |
|---|---|
| 0.0 | 53 |
| 1.0 | 45 |
| 3.0 | 1 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | 2.0 |
|---|---|
| 2nd row | 2.0 |
| 3rd row | 2.0 |
| 4th row | 2.0 |
| 5th row | 2.0 |
Common Values
| Value | Count | Frequency (%) |
| 2.0 | 3963 | |
| 0.0 | 53 | 1.3% |
| 1.0 | 45 | 1.1% |
| 3.0 | 1 | < 0.1% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 2.0 | 3963 | |
| 0.0 | 53 | 1.3% |
| 1.0 | 45 | 1.1% |
| 3.0 | 1 | < 0.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4115 | |
| . | 4062 | |
| 2 | 3963 | |
| 1 | 45 | 0.4% |
| 3 | 1 | < 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4115 | |
| 2 | 3963 | |
| 1 | 45 | 0.6% |
| 3 | 1 | < 0.1% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4115 | |
| . | 4062 | |
| 2 | 3963 | |
| 1 | 45 | 0.4% |
| 3 | 1 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4115 | |
| . | 4062 | |
| 2 | 3963 | |
| 1 | 45 | 0.4% |
| 3 | 1 | < 0.1% |
ring_number
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 3 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 1.0 | |
|---|---|
| 2.0 | 298 |
| 0.0 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 4 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 3748 | |
| 2.0 | 298 | 7.3% |
| 0.0 | 16 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1.0 | 3748 | |
| 2.0 | 298 | 7.3% |
| 0.0 | 16 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| . | 4062 | |
| 1 | 3748 | |
| 2 | 298 | 2.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| 1 | 3748 | |
| 2 | 298 | 3.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| . | 4062 | |
| 1 | 3748 | |
| 2 | 298 | 2.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 4078 | |
| . | 4062 | |
| 1 | 3748 | |
| 2 | 298 | 2.4% |
ring_type
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 63.5 KiB |
| 4.0 | |
|---|---|
| 0.0 | |
| 2.0 | |
| 1.0 | 32 |
| 3.0 | 16 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 12186 |
|---|---|
| Distinct characters | 6 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 4.0 |
| 5th row | 4.0 |
Common Values
| Value | Count | Frequency (%) |
| 4.0 | 1960 | |
| 0.0 | 1426 | |
| 2.0 | 628 | 15.5% |
| 1.0 | 32 | 0.8% |
| 3.0 | 16 | 0.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 4.0 | 1960 | |
| 0.0 | 1426 | |
| 2.0 | 628 | 15.5% |
| 1.0 | 32 | 0.8% |
| 3.0 | 16 | 0.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 5488 | |
| . | 4062 | |
| 4 | 1960 | 16.1% |
| 2 | 628 | 5.2% |
| 1 | 32 | 0.3% |
| 3 | 16 | 0.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8124 | |
| Other Punctuation | 4062 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 5488 | |
| 4 | 1960 | 24.1% |
| 2 | 628 | 7.7% |
| 1 | 32 | 0.4% |
| 3 | 16 | 0.2% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 4062 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12186 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 5488 | |
| . | 4062 | |
| 4 | 1960 | 16.1% |
| 2 | 628 | 5.2% |
| 1 | 32 | 0.3% |
| 3 | 16 | 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12186 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 5488 | |
| . | 4062 | |
| 4 | 1960 | 16.1% |
| 2 | 628 | 5.2% |
| 1 | 32 | 0.3% |
| 3 | 16 | 0.1% |
spore_print_color
Real number (ℝ)
| Distinct | 9 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6415559 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 20 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 3 |
| Q3 | 7 |
| 95-th percentile | 7 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.3954168 |
|---|---|
| Coefficient of variation (CV) | 0.65780036 |
| Kurtosis | -1.3835012 |
| Mean | 3.6415559 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 0.52038316 |
| Sum | 14792 |
| Variance | 5.7380215 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 7 | 1223 | |
| 3 | 959 | |
| 2 | 949 | |
| 1 | 795 | |
| 5 | 39 | 1.0% |
| 8 | 29 | 0.7% |
| 4 | 27 | 0.7% |
| 6 | 21 | 0.5% |
| 0 | 20 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 20 | 0.5% |
| 1 | 795 | |
| 2 | 949 | |
| 3 | 959 | |
| 4 | 27 | 0.7% |
| 5 | 39 | 1.0% |
| 6 | 21 | 0.5% |
| 7 | 1223 | |
| 8 | 29 | 0.7% |
| Value | Count | Frequency (%) |
| 8 | 29 | 0.7% |
| 7 | 1223 | |
| 6 | 21 | 0.5% |
| 5 | 39 | 1.0% |
| 4 | 27 | 0.7% |
| 3 | 959 | |
| 2 | 949 | |
| 1 | 795 | |
| 0 | 20 | 0.5% |
population
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.636386 |
| Minimum | 0 |
|---|---|
| Maximum | 5 |
| Zeros | 193 |
| Zeros (%) | 4.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 5 |
| Range | 5 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.2478933 |
|---|---|
| Coefficient of variation (CV) | 0.34316854 |
| Kurtosis | 1.6940147 |
| Mean | 3.636386 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -1.4178112 |
| Sum | 14771 |
| Variance | 1.5572377 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 4 | 2054 | |
| 5 | 827 | |
| 3 | 607 | 14.9% |
| 2 | 218 | 5.4% |
| 0 | 193 | 4.8% |
| 1 | 163 | 4.0% |
| Value | Count | Frequency (%) |
| 0 | 193 | 4.8% |
| 1 | 163 | 4.0% |
| 2 | 218 | 5.4% |
| 3 | 607 | 14.9% |
| 4 | 2054 | |
| 5 | 827 |
| Value | Count | Frequency (%) |
| 5 | 827 | |
| 4 | 2054 | |
| 3 | 607 | 14.9% |
| 2 | 218 | 5.4% |
| 1 | 163 | 4.0% |
| 0 | 193 | 4.8% |
habitat
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 7 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.5315116 |
| Minimum | 0 |
|---|---|
| Maximum | 6 |
| Zeros | 1566 |
| Zeros (%) | 38.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 63.5 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 5 |
| Maximum | 6 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.7285261 |
|---|---|
| Coefficient of variation (CV) | 1.1286406 |
| Kurtosis | -0.34707171 |
| Mean | 1.5315116 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.94815319 |
| Sum | 6221 |
| Variance | 2.9878026 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=7)
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 1 | 1047 | |
| 4 | 588 | 14.5% |
| 2 | 421 | 10.4% |
| 5 | 189 | 4.7% |
| 3 | 157 | 3.9% |
| 6 | 94 | 2.3% |
| Value | Count | Frequency (%) |
| 0 | 1566 | |
| 1 | 1047 | |
| 2 | 421 | 10.4% |
| 3 | 157 | 3.9% |
| 4 | 588 | 14.5% |
| 5 | 189 | 4.7% |
| 6 | 94 | 2.3% |
| Value | Count | Frequency (%) |
| 6 | 94 | 2.3% |
| 5 | 189 | 4.7% |
| 4 | 588 | 14.5% |
| 3 | 157 | 3.9% |
| 2 | 421 | 10.4% |
| 1 | 1047 | |
| 0 | 1566 |
edible
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 35.7 KiB |
| False | |
|---|---|
| True |
| Value | Count | Frequency (%) |
| False | 2104 | |
| True | 1958 |
| cap_shape | cap_color | odor | gill_color | stalk_color_above_ring | stalk_color_below_ring | spore_print_color | population | habitat | cap_surface | bruises | gill_attachment | gill_spacing | gill_size | stalk_shape | stalk_root | stalk_surface_above_ring | stalk_surface_below_ring | vein_color | ring_number | ring_type | edible | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| cap_shape | 1.000 | -0.043 | -0.005 | -0.014 | -0.000 | 0.008 | -0.022 | 0.051 | -0.055 | 0.436 | 0.267 | 0.153 | 0.064 | 0.352 | 0.308 | 0.362 | 0.108 | 0.111 | 0.092 | 0.190 | 0.211 | 0.253 |
| cap_color | -0.043 | 1.000 | -0.285 | 0.113 | 0.119 | 0.095 | -0.250 | -0.188 | 0.131 | 0.226 | 0.221 | 0.263 | 0.395 | 0.493 | 0.600 | 0.396 | 0.248 | 0.333 | 0.140 | 0.413 | 0.585 | 0.226 |
| odor | -0.005 | -0.285 | 1.000 | -0.130 | 0.111 | 0.112 | 0.497 | -0.038 | -0.025 | 0.242 | 0.664 | 0.235 | 0.427 | 0.761 | 0.579 | 0.623 | 0.414 | 0.505 | 0.095 | 0.742 | 0.696 | 0.971 |
| gill_color | -0.014 | 0.113 | -0.130 | 1.000 | 0.000 | -0.014 | -0.344 | -0.002 | -0.220 | 0.254 | 0.582 | 0.574 | 0.327 | 0.762 | 0.568 | 0.512 | 0.333 | 0.356 | 0.340 | 0.267 | 0.494 | 0.657 |
| stalk_color_above_ring | -0.000 | 0.119 | 0.111 | 0.000 | 1.000 | 0.577 | 0.249 | -0.414 | 0.156 | 0.248 | 0.480 | 0.980 | 0.387 | 0.366 | 0.529 | 0.363 | 0.437 | 0.433 | 0.816 | 0.769 | 0.671 | 0.525 |
| stalk_color_below_ring | 0.008 | 0.095 | 0.112 | -0.014 | 0.577 | 1.000 | 0.231 | -0.411 | 0.141 | 0.250 | 0.483 | 0.980 | 0.364 | 0.343 | 0.544 | 0.364 | 0.394 | 0.436 | 0.616 | 0.769 | 0.662 | 0.510 |
| spore_print_color | -0.022 | -0.250 | 0.497 | -0.344 | 0.249 | 0.231 | 1.000 | -0.212 | 0.116 | 0.237 | 0.618 | 0.849 | 0.300 | 0.668 | 0.466 | 0.519 | 0.412 | 0.420 | 0.516 | 0.366 | 0.553 | 0.751 |
| population | 0.051 | -0.188 | -0.038 | -0.002 | -0.414 | -0.411 | -0.212 | 1.000 | -0.277 | 0.259 | 0.302 | 0.414 | 0.683 | 0.512 | 0.466 | 0.536 | 0.323 | 0.302 | 0.220 | 0.414 | 0.339 | 0.496 |
| habitat | -0.055 | 0.131 | -0.025 | -0.220 | 0.156 | 0.141 | 0.116 | -0.277 | 1.000 | 0.249 | 0.530 | 0.442 | 0.564 | 0.497 | 0.422 | 0.542 | 0.302 | 0.299 | 0.266 | 0.427 | 0.300 | 0.446 |
| cap_surface | 0.436 | 0.226 | 0.242 | 0.254 | 0.248 | 0.250 | 0.237 | 0.259 | 0.249 | 1.000 | 0.125 | 0.214 | 0.339 | 0.280 | 0.075 | 0.319 | 0.143 | 0.161 | 0.131 | 0.101 | 0.225 | 0.213 |
| bruises | 0.267 | 0.221 | 0.664 | 0.582 | 0.480 | 0.483 | 0.618 | 0.302 | 0.530 | 0.125 | 1.000 | 0.134 | 0.300 | 0.386 | 0.070 | 0.587 | 0.566 | 0.559 | 0.129 | 0.070 | 0.772 | 0.503 |
| gill_attachment | 0.153 | 0.263 | 0.235 | 0.574 | 0.980 | 0.980 | 0.849 | 0.414 | 0.442 | 0.214 | 0.134 | 1.000 | 0.066 | 0.108 | 0.185 | 0.217 | 0.096 | 0.118 | 0.965 | 0.167 | 0.224 | 0.133 |
| gill_spacing | 0.064 | 0.395 | 0.427 | 0.327 | 0.387 | 0.364 | 0.300 | 0.683 | 0.564 | 0.339 | 0.300 | 0.066 | 1.000 | 0.131 | 0.086 | 0.593 | 0.453 | 0.383 | 0.072 | 0.242 | 0.288 | 0.353 |
| gill_size | 0.352 | 0.493 | 0.761 | 0.762 | 0.366 | 0.343 | 0.668 | 0.512 | 0.497 | 0.280 | 0.386 | 0.108 | 0.131 | 1.000 | 0.227 | 0.646 | 0.181 | 0.149 | 0.106 | 0.196 | 0.584 | 0.551 |
| stalk_shape | 0.308 | 0.600 | 0.579 | 0.568 | 0.529 | 0.544 | 0.466 | 0.466 | 0.422 | 0.075 | 0.070 | 0.185 | 0.086 | 0.227 | 1.000 | 0.396 | 0.301 | 0.349 | 0.180 | 0.332 | 0.621 | 0.073 |
| stalk_root | 0.362 | 0.396 | 0.623 | 0.512 | 0.363 | 0.364 | 0.519 | 0.536 | 0.542 | 0.319 | 0.587 | 0.217 | 0.593 | 0.646 | 0.396 | 1.000 | 0.313 | 0.559 | 0.134 | 0.258 | 0.444 | 0.423 |
| stalk_surface_above_ring | 0.108 | 0.248 | 0.414 | 0.333 | 0.437 | 0.394 | 0.412 | 0.323 | 0.302 | 0.143 | 0.566 | 0.096 | 0.453 | 0.181 | 0.301 | 0.313 | 1.000 | 0.463 | 0.202 | 0.138 | 0.452 | 0.591 |
| stalk_surface_below_ring | 0.111 | 0.333 | 0.505 | 0.356 | 0.433 | 0.436 | 0.420 | 0.302 | 0.299 | 0.161 | 0.559 | 0.118 | 0.383 | 0.149 | 0.349 | 0.559 | 0.463 | 1.000 | 0.083 | 0.240 | 0.514 | 0.573 |
| vein_color | 0.092 | 0.140 | 0.095 | 0.340 | 0.816 | 0.616 | 0.516 | 0.220 | 0.266 | 0.131 | 0.129 | 0.965 | 0.072 | 0.106 | 0.180 | 0.134 | 0.202 | 0.083 | 1.000 | 0.018 | 0.089 | 0.150 |
| ring_number | 0.190 | 0.413 | 0.742 | 0.267 | 0.769 | 0.769 | 0.366 | 0.414 | 0.427 | 0.101 | 0.070 | 0.167 | 0.242 | 0.196 | 0.332 | 0.258 | 0.138 | 0.240 | 0.018 | 1.000 | 0.714 | 0.206 |
| ring_type | 0.211 | 0.585 | 0.696 | 0.494 | 0.671 | 0.662 | 0.553 | 0.339 | 0.300 | 0.225 | 0.772 | 0.224 | 0.288 | 0.584 | 0.621 | 0.444 | 0.452 | 0.514 | 0.089 | 0.714 | 1.000 | 0.606 |
| edible | 0.253 | 0.226 | 0.971 | 0.657 | 0.525 | 0.510 | 0.751 | 0.496 | 0.446 | 0.213 | 0.503 | 0.133 | 0.353 | 0.551 | 0.073 | 0.423 | 0.591 | 0.573 | 0.150 | 0.206 | 0.606 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| cap_shape | cap_surface | cap_color | bruises | odor | gill_attachment | gill_spacing | gill_size | gill_color | stalk_shape | stalk_root | stalk_surface_above_ring | stalk_surface_below_ring | stalk_color_above_ring | stalk_color_below_ring | vein_type | vein_color | ring_number | ring_type | spore_print_color | population | habitat | edible | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 6607 | 5.0 | 2.0 | 4.0 | 0.0 | 7.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 2.0 | 1.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 0.0 | 7.0 | 4.0 | 0.0 | True |
| 5262 | 3.0 | 3.0 | 4.0 | 0.0 | 5.0 | 1.0 | 0.0 | 1.0 | 10.0 | 0.0 | 0.0 | 1.0 | 3.0 | 7.0 | 8.0 | 0.0 | 2.0 | 1.0 | 0.0 | 7.0 | 4.0 | 0.0 | True |
| 7527 | 3.0 | 3.0 | 4.0 | 0.0 | 7.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2.0 | 6.0 | 7.0 | 0.0 | 2.0 | 1.0 | 0.0 | 7.0 | 4.0 | 0.0 | True |
| 3309 | 2.0 | 3.0 | 4.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 9.0 | 1.0 | 1.0 | 2.0 | 2.0 | 6.0 | 6.0 | 0.0 | 2.0 | 1.0 | 4.0 | 3.0 | 5.0 | 0.0 | False |
| 2123 | 5.0 | 0.0 | 4.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 9.0 | 1.0 | 1.0 | 2.0 | 2.0 | 7.0 | 6.0 | 0.0 | 2.0 | 1.0 | 4.0 | 2.0 | 4.0 | 0.0 | False |
| 1782 | 5.0 | 2.0 | 8.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 4.0 | 1.0 | 3.0 | 0.0 | 2.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 0.0 | 2.0 | 0.0 | 1.0 | False |
| 4182 | 5.0 | 3.0 | 9.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 2.0 | 0.0 | 1.0 | 1.0 | 1.0 | 6.0 | 4.0 | 0.0 | 2.0 | 1.0 | 2.0 | 1.0 | 5.0 | 0.0 | True |
| 2334 | 5.0 | 3.0 | 2.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 9.0 | 1.0 | 1.0 | 2.0 | 2.0 | 6.0 | 3.0 | 0.0 | 2.0 | 1.0 | 4.0 | 3.0 | 5.0 | 0.0 | False |
| 1614 | 2.0 | 2.0 | 4.0 | 1.0 | 6.0 | 1.0 | 0.0 | 1.0 | 7.0 | 0.0 | 3.0 | 2.0 | 2.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 4.0 | 3.0 | 4.0 | 1.0 | True |
| 5739 | 2.0 | 2.0 | 0.0 | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | 10.0 | 1.0 | 1.0 | 2.0 | 0.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 4.0 | 1.0 | 3.0 | 5.0 | True |
| cap_shape | cap_surface | cap_color | bruises | odor | gill_attachment | gill_spacing | gill_size | gill_color | stalk_shape | stalk_root | stalk_surface_above_ring | stalk_surface_below_ring | stalk_color_above_ring | stalk_color_below_ring | vein_type | vein_color | ring_number | ring_type | spore_print_color | population | habitat | edible | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2374 | 5.0 | 3.0 | 4.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 7.0 | 1.0 | 1.0 | 2.0 | 2.0 | 7.0 | 3.0 | 0.0 | 2.0 | 1.0 | 4.0 | 3.0 | 5.0 | 0.0 | False |
| 7829 | 2.0 | 2.0 | 4.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 6.0 | 0.0 | 0.0 | 2.0 | 2.0 | 5.0 | 5.0 | 0.0 | 0.0 | 1.0 | 4.0 | 3.0 | 4.0 | 2.0 | False |
| 5587 | 0.0 | 3.0 | 5.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 10.0 | 0.0 | 1.0 | 2.0 | 2.0 | 7.0 | 7.0 | 0.0 | 2.0 | 2.0 | 4.0 | 5.0 | 4.0 | 3.0 | True |
| 7649 | 0.0 | 2.0 | 8.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 7.0 | 0.0 | 0.0 | 1.0 | 2.0 | 7.0 | 7.0 | 0.0 | 2.0 | 2.0 | 4.0 | 7.0 | 3.0 | 1.0 | False |
| 445 | 5.0 | 3.0 | 4.0 | 1.0 | 3.0 | 1.0 | 0.0 | 0.0 | 7.0 | 0.0 | 4.0 | 2.0 | 3.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 4.0 | 2.0 | 3.0 | 1.0 | False |
| 4874 | 5.0 | 3.0 | 9.0 | 0.0 | 2.0 | 1.0 | 0.0 | 0.0 | 3.0 | 0.0 | 1.0 | 1.0 | 1.0 | 6.0 | 6.0 | 0.0 | 2.0 | 1.0 | 2.0 | 1.0 | 4.0 | 4.0 | True |
| 7777 | 5.0 | 2.0 | 8.0 | 0.0 | 5.0 | 1.0 | 1.0 | 0.0 | 2.0 | 0.0 | 0.0 | 1.0 | 1.0 | 7.0 | 7.0 | 0.0 | 2.0 | 2.0 | 4.0 | 7.0 | 3.0 | 1.0 | False |
| 8040 | 0.0 | 2.0 | 4.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 2.0 | 2.0 | 5.0 | 5.0 | 0.0 | 1.0 | 1.0 | 4.0 | 8.0 | 4.0 | 2.0 | False |
| 5596 | 2.0 | 2.0 | 0.0 | 1.0 | 5.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | 2.0 | 2.0 | 7.0 | 0.0 | 2.0 | 2.0 | 0.0 | 7.0 | 1.0 | 6.0 | False |
| 7628 | 3.0 | 2.0 | 4.0 | 0.0 | 7.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2.0 | 7.0 | 7.0 | 0.0 | 2.0 | 1.0 | 0.0 | 7.0 | 4.0 | 4.0 | True |